Biography

Websites:
Lab Website
Research with Rowan
Google Scholar

Education:
Ph.D., Mathematics, University of California-Berkeley
B.S., Mathematics and Electrical Engineering, University of Minnesota-Minneapolis

Research Expertise:
Smart Drones | Precision Agriculture | Deep Learning | Computer Vision | Coding Theory

My research interests lie broadly in artificial intelligence with a current focus on applications of smart drones for precision agriculture. Current projects involve developing computer vision models based on deep learning to allow drones to fly autonomous missions to precisely map agricultural fields in order to predict crop yield and detect plant diseases.

Professional Memberships:
Mathematical Association of America (www.maa.org)
New Jersey Big Data Alliance (www.njbda.org)

Selected Publications:
Nguyen HD, LaValva L, Ho S, Khan M, Kaegi N (2021), Optimal N-ary ECOC Matrices for Ensemble Classification, 2021 IEEE Symposium Series on Computational Intelligence (SSCI), pp. 1-8, doi: 10.1109/SSCI50451.2021.9660146.

Nguyen HD, Khan M, Kaegi N, Ho S, Moore J, Borys L, LaValva L (2021), Ensemble Learning using Error Correcting Output Codes: New Classification Error Bounds, 2021 IEEE 33nd International Conference on Tools with Artificial Intelligence (ICTAI), DOI 10.1109/ICTAI52525.2021.00114.

Ho S, Marchiano M, Zockoll S, Nguyen HD (2020), An Error-Correcting Output Code Framework for Lifelong Learning without a Teacher, 2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI), DOI: 10.1109/ICTAI50040.2020.00048.

Rosado J, Nguyen HD (2017) Partitions of equiangular tight frames. Linear Algebra Appl. 526:95-120.

Le TA, Nguyen HD (2016) New multiple insertion/deletion correcting codes for non-binary alphabets. IEEE Trans Inf Theory. 62:2682-2693.

  Spring 2026 - Class Schedule
20898 - DS - 01490-1      DATA SCIENCE RESEARCH II      MW 12:30pm - 1:45pm      Robinson 310

20897 - DS - 02395-1      SP TPS IN DS: SMART DRONES      W 6:30pm - 7:45pm      Robinson 324
                                                                                                       W 8:00pm - 9:15pm      Robinson 324

24617 - DS - 02695-3      ADVANCED TOPICS IN DATA SCI                W 6:30pm - 7:45pm      Robinson 324
                                                                                                            W 8:00pm - 9:15pm      Robinson 324



Spring 2026 - Office Hours
By appointment at  nguyen@rowan.edu